add s222_vit.augreg2_in21k_ft_in1k
Browse files- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/metadata.yml +40 -0
- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_21_f1_0.6723.pth +3 -0
- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_31_accuracy_0.6987.pth +3 -0
- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_31_f1_0.6679.pth +3 -0
- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_33_accuracy_0.6987.pth +3 -0
- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_33_f1_0.6718.pth +3 -0
- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_34_accuracy_0.6957.pth +3 -0
- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_7_accuracy_0.6957.pth +3 -0
- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_7_f1_0.6751.pth +3 -0
- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_9_accuracy_0.6972.pth +3 -0
- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_9_f1_0.6765.pth +3 -0
- seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/test_results.json +269 -0
seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/metadata.yml
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args:
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best_checkpoint_metrics:
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- accuracy
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- f1
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checkpoints_dir: ./checkpoints
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dataset_dir: data/seed-222/ICH-17-processed-3-seed-222
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eval_batch_size: 64
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from_checkpoint: null
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gradient_accum_steps: 2
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label_smoothing: 0.1
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lr: 0.0001
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max_grad_norm: 1.0
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min_lr: 0.0
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mixed_precision: fp16
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model: timm/vit_base_patch16_224.augreg2_in21k_ft_in1k
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model_ema_decay: 0.9999
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model_ema_warmup: false
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num_epochs: 50
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num_workers: 8
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run_test_only: false
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save_best_k: 5
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scheduler_T_0: 10
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scheduler_T_mult: 3
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seed: 222
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train_batch_size: 64
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use_ema: false
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use_mixup_cutmix: true
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wandb_logging: true
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wandb_name: s222_vit.augreg2_in21k_ft_in1k
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wandb_notes: null
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wandb_project: soups
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wandb_resume_id: null
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wandb_tags: null
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weight_decay: 0.001
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wandb:
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id: otn6ggdq
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name: s222_vit.augreg2_in21k_ft_in1k
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notes: null
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project: soups
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tags: !!python/tuple []
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seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_21_f1_0.6723.pth
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size 343308621
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seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_31_accuracy_0.6987.pth
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seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_31_f1_0.6679.pth
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seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_33_accuracy_0.6987.pth
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seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_33_f1_0.6718.pth
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seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_34_accuracy_0.6957.pth
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seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_7_accuracy_0.6957.pth
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seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_7_f1_0.6751.pth
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seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_9_accuracy_0.6972.pth
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seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/model_epoch_9_f1_0.6765.pth
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seed-222/otn6ggdq-s222_vit.augreg2_in21k_ft_in1k/test_results.json
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{
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